Brain-computer interface research : a state-of-the-art summary 5 /
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| Imprint: | Cham, Switzerland : Springer, 2017. |
|---|---|
| Description: | 1 online resource (vi, 136 pages) : illustrations (some color) |
| Language: | English |
| Series: | SpringerBriefs in Electrical and Computer Engineering, 2191-8112 SpringerBriefs in electrical and computer engineering, |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11273553 |
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| 245 | 0 | 0 | |a Brain-computer interface research : |b a state-of-the-art summary 5 / |c Christoph Guger, Brendan Allison, Junichi Ushiba, editors. |
| 264 | 1 | |a Cham, Switzerland : |b Springer, |c 2017. | |
| 300 | |a 1 online resource (vi, 136 pages) : |b illustrations (some color) | ||
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| 490 | 1 | |a SpringerBriefs in Electrical and Computer Engineering, |x 2191-8112 | |
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed May 4, 2017). | |
| 505 | 0 | |a 1 Brain-Computer Interface Research: A State-of-the-Art Summary 5; 1 What Is a BCI?; 2 The Annual BCI Research Award; 3 The BCI Book Series; 4 Projects Nominated for the BCI Award 2015; 5 Summary; An ECoG-Based BCI Based on Auditory Attention to Natural Speech; 1 Introduction; 2 Methods; 2.1 Human Subject; 2.2 Data Collection; 2.3 Stimuli and Task; 2.4 Offline Analysis; 2.5 Real-Time System Verification; 3 Results; 3.1 Neural Correlates of Attended and Unattended Speech; 3.2 Relationship Between Segment Length and Classification Accuracy; 3.3 Interface to the Investigator. | |
| 505 | 8 | |a 4 Discussion5 Conclusion; References; Towards Continuous Speech Recognition for BCI; 1 Introduction; 2 Phone Modeling in ECoG; 3 Automatic Speech Recognition for BCI; 4 Results; 5 Conclusion; References; 4 Brain-Machine Interface Development for Finger Movement Control; Abstract; 1 Introduction; 2 Current Motor BMI Control; 3 Finger Movement Decoding; 4 Neural Representation of Finger Movements; 4.1 Somatotopic Representation; 4.2 Synergies; 5 Online Neural Control of Finger Movements; 5.1 Subject Info; 5.2 Feature Extraction; 5.3 Preliminary Mapping of Activation; 5.4 Decoder Training. | |
| 505 | 8 | |a 5.5 JHU/APL Modular Prosthetic Limb5.6 Online Decoding Accuracy; 5.7 Offline Decoding Accuracy; 6 Discussion; 6.1 Impact of Study; 6.2 Study Limitations; 6.3 Future Directions; References; 5 Motor Imagery BCI with Auditory Feedback as a Mechanism for Assessment and Communication in Disorders of Consciousness; 1 Introduction; 2 Methods; 2.1 Participants; 2.2 Study Design; 2.3 Data Acquisition; 2.4 Initial Assessment Protocol; 2.5 Real-Time Visual Feedback During Initial Repetition; 2.6 Additional Assessment; 2.7 Follow-up Training Sessions; 2.8 Data Analysis; 3 Results; 3.1 Initial Assessment. | |
| 505 | 8 | |a 3.2 Brain-Computer Interface Training Sessions4 Discussion; 4.1 Study Limitations; 5 Conclusions; Acknowledgements; References; 6 Brain-Computer Interface Controlling Cyborg: A Functional Brain-to-Brain Interface Between Human and Cockroach; Abstract; 1 Introduction; 2 Methodology; 3 Results; 4 Discussion; Acknowledgements; References; 7 Recovery of Brain Function by Neuroprostheses: A Challenge for Neuroscience and Technology; 1 The Cerebellar Neuroprosthesis; 2 Reduction of the Cerebellar Network to a Computationally Workable Model; 3 Successive Stages of the Neuroprosthesis Testing. | |
| 505 | 8 | |a 4 What Function Is Recovered by the Neuroprostheses?5 How Close to the Damaged Area Can the Neuroprosthesis Be Interfaced; 6 Interaction of the Model with the Rest of the Brain; 7 Does Development of Neuroprostheses Advance Neuroscience?; 8 A Closing Note; Acknowledgements; References; 8 BCI-Based Facilitation of Cortical Activity Associated to Gait Onset After Single Event Multi-level Surgery in Cerebral Palsy; Abstract; 1 Introduction; 2 Neuro-Modulation in Cerebral Palsy Patients-BCI Perspective. | |
| 520 | |a This book describes the prize-winning brain-computer-interface (BCI) projects honored in the community's most prestigious annual award. BCIs enable people to communicate and control their limbs and/or environment using thought processes alone. Research in this field continues to develop and expand rapidly, with many new ideas, research groups, and improved technologies having emerged in recent years. The chapters in this volume feature the newest developments from many of the best labs worldwide. They present both non-invasive systems (based on the EEG) and intracortical methods (based on spikes or ECoG), and numerous innovative applications that will benefit new user groups. | ||
| 650 | 0 | |a Brain-computer interfaces. |0 http://id.loc.gov/authorities/subjects/sh2007000197 | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Neurosciences. |2 bicssc | |
| 650 | 7 | |a Medical physics. |2 bicssc | |
| 650 | 7 | |a Artificial intelligence. |2 bicssc | |
| 650 | 7 | |a User interface design & usability. |2 bicssc | |
| 650 | 7 | |a Brain-computer interfaces. |2 fast |0 (OCoLC)fst01742078 | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Guger, Christoph, |e editor. | |
| 700 | 1 | |a Allison, Brendan, |e editor. |0 http://id.loc.gov/authorities/names/n2011180980 | |
| 700 | 1 | |a Ushiba, Junʼichi, |e editor. |0 http://id.loc.gov/authorities/names/n2009069215 | |
| 776 | 0 | 8 | |i Print version: |t Brain-computer interface research. |d Cham, Switzerland : Springer, 2017 |z 3319571311 |z 9783319571317 |w (OCoLC)981170720 |
| 830 | 0 | |a SpringerBriefs in electrical and computer engineering, |x 2191-8112 |0 http://id.loc.gov/authorities/names/no2011108018 | |
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